New optimization technique for aligning points to lines, improving existing algorithms.
problem Minimizing distances between points and lines with given constraints.
method Combining techniques from computational geometry, combinatorics, and convex optimization.
result First constant-factor approximation algorithms for Points-to-Lines alignment with polynomial running time.